Triple

T4248794
Position Surface form Disambiguated ID Type / Status
Subject Lowry Crossing, Texas E95792 entity
Predicate locatedNear P294 FINISHED
Object Branch, Texas
Branch, Texas is an unincorporated rural community in Collin County, Texas, known for its small-town character and proximity to other North Texas towns.
 E423219 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Branch, Texas | Statement: [Lowry Crossing, Texas, locatedNear, Branch, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Branch, Texas
Context triple: [Lowry Crossing, Texas, locatedNear, Branch, Texas]
  • A. Brock, Texas
    Brock, Texas is a small unincorporated rural community in Parker County known for its close-knit atmosphere and strong local school system.
  • B. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • C. Bridgeport, Texas
    Bridgeport, Texas is a small North Texas city known historically for coal mining and as a gateway to nearby Lake Bridgeport and outdoor recreation.
  • D. Bryan, Texas
    Bryan, Texas is a mid-sized city in the Brazos Valley region of East-Central Texas, known for its close association with neighboring College Station and the Texas A&M University community.
  • E. Commerce, Texas
    Commerce, Texas is a small city in northeastern Texas best known as the home of Texas A&M University–Commerce.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Branch, Texas
Triple: [Lowry Crossing, Texas, locatedNear, Branch, Texas]
Generated description
Branch, Texas is an unincorporated rural community in Collin County, Texas, known for its small-town character and proximity to other North Texas towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Branch, Texas
Target entity description: Branch, Texas is an unincorporated rural community in Collin County, Texas, known for its small-town character and proximity to other North Texas towns.
  • A. Brock, Texas
    Brock, Texas is a small unincorporated rural community in Parker County known for its close-knit atmosphere and strong local school system.
  • B. Brownwood, Texas
    Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
  • C. Bridgeport, Texas
    Bridgeport, Texas is a small North Texas city known historically for coal mining and as a gateway to nearby Lake Bridgeport and outdoor recreation.
  • D. Bryan, Texas
    Bryan, Texas is a mid-sized city in the Brazos Valley region of East-Central Texas, known for its close association with neighboring College Station and the Texas A&M University community.
  • E. Commerce, Texas
    Commerce, Texas is a small city in northeastern Texas best known as the home of Texas A&M University–Commerce.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3453f759881909b91f01a1e82c036 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9df10881908a2f039773f8afaa completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87fdca481908bd2c80b10d0dd3d completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a917d4a88190864441f95706964e completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a96967ec8190aa86e735808211fd completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:06 p.m.